DevOps AI Toolkit

# Agents Architecture ## System Diagram ```mermaid graph TD Person[Person] ClientAI[Client AI Agent] subgraph "DOT AI" DotAI[Agent] Patterns[Patterns] VectorDB[(Vector DB)] Policies[Policies] MCP[MCP] end subgraph Kubernetes K8sAPI[Kubernetes API] Kyverno[Kyverno] Controller[Controller]:::pending end Person -->|intent| ClientAI ClientAI -->|response| Person ClientAI -->|intent| MCP MCP -->|intent| DotAI DotAI -->|response| MCP MCP -->|response| ClientAI DotAI -->|semantic search| VectorDB DotAI -->|operations| K8sAPI K8sAPI -.->|event| Controller Controller -.->|intent| MCP K8sAPI -->|embeddings| VectorDB %% Style the pending links linkStyle 8 stroke:#D2691E,stroke-width:2px,stroke-dasharray: 5 5 linkStyle 9 stroke:#D2691E,stroke-width:2px,stroke-dasharray: 5 5 Patterns -->|embeddings| VectorDB Policies -->|embeddings| VectorDB Policies -->|into| Kyverno %% Styling for future/pending features classDef pending fill:#D2691E,stroke:#8B4513,color:#FFFFFF,stroke-width:2px,stroke-dasharray: 5 5 %% Legend subgraph Legend PendingFeature[Pending Feature]:::pending end ``` ## Description This diagram illustrates the relationships between agents in the system.